Emerging Technologies for Precision Crop Management Towards Agriculture 5.0: A Comprehensive Overview DOI Creative Commons
Mohamed Farag Taha, Hanping Mao, Zhao Zhang

и другие.

Agriculture, Год журнала: 2025, Номер 15(6), С. 582 - 582

Опубликована: Март 9, 2025

Agriculture 5.0 (Ag5.0) represents a groundbreaking shift in agricultural practices, addressing the global food security challenge by integrating cutting-edge technologies such as artificial intelligence (AI), machine learning (ML), robotics, and big data analytics. To adopt transition to Ag5.0, this paper comprehensively reviews role of AI, (ML) other emerging overcome current future crop management challenges. Crop has progressed significantly from early methods advanced capabilities marking notable leap precision agriculture. Emerging collaborative robots, 6G, digital twins, Internet Things (IoT), blockchain, cloud computing, quantum are central evolution. The also highlights how modern tools improving way we perceive, analyze, manage growth. Additionally, it explores real-world case studies showcasing application deep monitoring. Innovations smart sensors, AI-based communication systems driving next phase digitalization decision-making. addresses opportunities challenges that come with adopting emphasizing transformative potential these productivity tackling issues. Finally, is agriculture, highlight trends research needs multidisciplinary approaches, regional adaptation, advancements AI robotics. Ag5.0 paradigm towards management, fostering sustainable, data-driven farming optimize while minimizing environmental impact.

Язык: Английский

Emerging Technologies for Precision Crop Management Towards Agriculture 5.0: A Comprehensive Overview DOI Creative Commons
Mohamed Farag Taha, Hanping Mao, Zhao Zhang

и другие.

Agriculture, Год журнала: 2025, Номер 15(6), С. 582 - 582

Опубликована: Март 9, 2025

Agriculture 5.0 (Ag5.0) represents a groundbreaking shift in agricultural practices, addressing the global food security challenge by integrating cutting-edge technologies such as artificial intelligence (AI), machine learning (ML), robotics, and big data analytics. To adopt transition to Ag5.0, this paper comprehensively reviews role of AI, (ML) other emerging overcome current future crop management challenges. Crop has progressed significantly from early methods advanced capabilities marking notable leap precision agriculture. Emerging collaborative robots, 6G, digital twins, Internet Things (IoT), blockchain, cloud computing, quantum are central evolution. The also highlights how modern tools improving way we perceive, analyze, manage growth. Additionally, it explores real-world case studies showcasing application deep monitoring. Innovations smart sensors, AI-based communication systems driving next phase digitalization decision-making. addresses opportunities challenges that come with adopting emphasizing transformative potential these productivity tackling issues. Finally, is agriculture, highlight trends research needs multidisciplinary approaches, regional adaptation, advancements AI robotics. Ag5.0 paradigm towards management, fostering sustainable, data-driven farming optimize while minimizing environmental impact.

Язык: Английский

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